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A Method for Automatic and Rapid Mapping of Water Surfaces from Sentinel-1 Imagery

Remote sensing (Basel, Switzerland), 2018-02, Vol.10 (2), p.217

2018

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Object-oriented mapping of urban trees using Random Forest classifiers

ITC journal, 2014-02, Vol.26, p.235-245

2014

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Fine-Scale Phenology of Urban Trees From Satellite Image Time Series: Toward a Comprehensive Analysis of Influencing Factors

IEEE journal of selected topics in applied earth observations and remote sensing, 2024, Vol.17, p.11685-11706

2024

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Towards a Multi-Temporal Deep Learning Approach for Mapping Urban Fabric Using Sentinel 2 Images

Remote sensing (Basel, Switzerland), 2020-02, Vol.12 (3), p.423

2020

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The utility of texture analysis to improve per-pixel classification for high to very high spatial resolution imagery

International journal of remote sensing, 2005-02, Vol.26 (4), p.733-745

2005

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Multimodal and Multitemporal Land Use/Land Cover Semantic Segmentation on Sentinel-1 and Sentinel-2 Imagery: An Application on a MultiSenGE Dataset

Remote sensing (Basel, Switzerland), 2023-01, Vol.15 (1), p.151

2023

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Hierarchical extraction of landslides from multiresolution remotely sensed optical images

ISPRS journal of photogrammetry and remote sensing, 2014-01, Vol.87, p.122-136

2014

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Multi-Scale Analysis of Very High Resolution Satellite Images Using Unsupervised Techniques

Remote sensing (Basel, Switzerland), 2017-05, Vol.9 (5), p.495

2017

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Mise en place d'une méthode semi-automatique de cartographie de l'occupation des sols à partir d'images SAR polarimétriques

Revue française de photogrammétrie et de télédétection, 2017-08 (215), p.13-23

2017

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Optimizing Spatial Resolution of Imagery for Urban Form Detection—The Cases of France and Vietnam

Remote sensing (Basel, Switzerland), 2011-10, Vol.3 (10), p.2128-2147

2011

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Fusion tardive d'images SPOT-6/7 et de données multi-temporelles Sentinel-2 pour la détection de la tâche urbaine

Revue française de photogrammétrie et de télédétection, 2018-09 (217-218), p.87-97

2018

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Fusion of Sentinel-1 and Sentinel-2 image time series for permanent and temporary surface water mapping

International journal of remote sensing, 2019-12, Vol.40 (23), p.9026-9049

2019

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Extraction of complex patterns from multiresolution remote sensing images: A hierarchical top-down methodology

Pattern recognition, 2012-02, Vol.45 (2), p.685-706

2012

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Active Learning in the Spatial Domain for Remote Sensing Image Classification

IEEE transactions on geoscience and remote sensing, 2014-05, Vol.52 (5), p.2492-2507

2014

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Approches Multi-Hiérarchiques pour l'Analyse d'Images de Télédétection

Revue française de photogrammétrie et de télédétection, 2014-02, Vol.205 (205), p.19-35

2014

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U-Net feature fusion for multi-class semantic segmentation of urban fabrics from Sentinel-2 imagery: an application on Grand Est Region, France

International journal of remote sensing, 2022-03, Vol.43 (6), p.1983-2011

2022

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Urbanization pressure and modeling of urban growth: example of the Tunis Metropolitan Area

Remote sensing of environment, 2003-08, Vol.86 (3), p.341-352

2003

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Multi-scale methodology to map grey and green structures in urban areas using Pléiades images and existing geographic data

Revue française de photogrammétrie et de télédétection, 2015-01 (209), p.95-101

2015

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Knowledge-based region labeling for remote sensing image interpretation

Computers, environment and urban systems, 2012-09, Vol.36 (5), p.470-480

2012

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Landslide susceptibility assessment by bivariate methods at large scales: Application to a complex mountainous environment

Geomorphology (Amsterdam, Netherlands), 2007-11, Vol.92 (1), p.38-59

2007

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Upgrading of an index-oriented methodology for consequence analysis of natural hazards: application to the Upper Guil catchment (southern French Alps)

Natural hazards and earth system sciences, 2018-08, Vol.18 (8), p.2221-2239

2018

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Classification of spatially enriched pixel time series with convolutional neural networks

2020 25th International Conference on Pattern Recognition (ICPR), 2021, p.5310-5317

2021

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Comparison of sampling strategies for object-based classification of urban vegetation from Very High Resolution satellite images

International Journal of Applied Earth Observation and Geoinformation, 2016-09, Vol.51, p.60-73

2016

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Coastal image interpretation using background knowledge and semantics

Computers & geosciences, 2013-04, Vol.54, p.88-96

2013

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Spatio-Temporal Clustering and Active Learning for Change Classification in Satellite Image Time Series

IEEE journal of selected topics in applied earth observations and remote sensing, 2016-08, Vol.9 (8), p.3642-3650

2016

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A Method for Automatic and Rapid Mapping of Water Surfaces from Sentinel-1 Imagery

Object-oriented mapping of urban trees using Random Forest classifiers

Fine-Scale Phenology of Urban Trees From Satellite Image Time Series: Toward a Comprehensive Analysis of Influencing Factors

Towards a Multi-Temporal Deep Learning Approach for Mapping Urban Fabric Using Sentinel 2 Images

The utility of texture analysis to improve per-pixel classification for high to very high spatial resolution imagery

Multimodal and Multitemporal Land Use/Land Cover Semantic Segmentation on Sentinel-1 and Sentinel-2 Imagery: An Application on a MultiSenGE Dataset

Hierarchical extraction of landslides from multiresolution remotely sensed optical images

Multi-Scale Analysis of Very High Resolution Satellite Images Using Unsupervised Techniques

Mise en place d'une méthode semi-automatique de cartographie de l'occupation des sols à partir d'images SAR polarimétriques

Optimizing Spatial Resolution of Imagery for Urban Form Detection—The Cases of France and Vietnam

Fusion tardive d'images SPOT-6/7 et de données multi-temporelles Sentinel-2 pour la détection de la tâche urbaine

Fusion of Sentinel-1 and Sentinel-2 image time series for permanent and temporary surface water mapping

Extraction of complex patterns from multiresolution remote sensing images: A hierarchical top-down methodology

Active Learning in the Spatial Domain for Remote Sensing Image Classification

Approches Multi-Hiérarchiques pour l'Analyse d'Images de Télédétection

U-Net feature fusion for multi-class semantic segmentation of urban fabrics from Sentinel-2 imagery: an application on Grand Est Region, France

Urbanization pressure and modeling of urban growth: example of the Tunis Metropolitan Area

Multi-scale methodology to map grey and green structures in urban areas using Pléiades images and existing geographic data

Knowledge-based region labeling for remote sensing image interpretation

Landslide susceptibility assessment by bivariate methods at large scales: Application to a complex mountainous environment

Upgrading of an index-oriented methodology for consequence analysis of natural hazards: application to the Upper Guil catchment (southern French Alps)

Classification of spatially enriched pixel time series with convolutional neural networks

Comparison of sampling strategies for object-based classification of urban vegetation from Very High Resolution satellite images

Coastal image interpretation using background knowledge and semantics

Spatio-Temporal Clustering and Active Learning for Change Classification in Satellite Image Time Series

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